Deploying and Managing Microsoft Azure AI Solutions

3 courses
5 hours
Skill IQ

Microsoft Azure offers a robust and powerful AI platform. Part of this platform helps you deploy, monitor, and manage your AI solution.

This path addresses the operational elements of deploying, managing, and optimizing your AI solutions on Microsoft Azure. Included in this skill are storage and container provisioning, IoT device management, security operations, and model deployment and monitoring.

Courses in this path

Beginner

The courses in this section discuss provisioning of services and storage for your AI solution, as well as continuous integration.

Microsoft Azure AI Engineer: Deploying AI Solutions in Microsoft Azure

by James Bannan
2h 21m
(11)

Intermediate

In this section, you will learn how to monitor the AI solution environment, review costs and performance metrics of your deployed solution, and updating and replacing models in production.

Managing Microsoft Azure AI Solutions

by Sahil Malik
1h 39m
(11)

Advanced

This section covers AI solution optimization, including effective use of storage, core services, and automation.

Optimizing Microsoft Azure AI Solutions

by Ranjan Relan
1h 27m
(17)

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What you will learn:

Manage and validate deployment and configuration of Microsoft Azure AI services
Manage security artifacts
Monitor and manage models in production
Optimize every element of your AI solution

Experience

This skill path is intended for learners with experience designing AI solutions, but who are novice with regards to operationalizing them inside of Microsoft Azure. Prior knowledge of machine learning principles, the data science workflow, and Microsoft Azure is expected.

Learn with the best

James Bannan

James Bannan is a consultant based in Melbourne, Australia. He has worked in the IT industry for over 18 years and has worked in a variety of roles, from helpdesk to systems administration and now as a consultant. He is a published author, having written many articles for both print and online publications as well as a book on System Center Configuration Manager. James is an experienced public speaker and was awarded the Most Valuable Professional (MVP) award from Microsoft for eight years in a ... more

Sahil Malik

Sahil Malik, the founder and principal of Winsmarts.com, has been a Microsoft MVP and INETA Speaker for the past 8 years, author and reviewer of many books and numerous articles in both the .NET and SharePoint space, consultant and trainer who delivers training and talks at conferences internationally. Sahil has trained for the best names in the Microsoft technology space, and has architected and delivered SharePoint based solutions for extremely high profile clients. Sahil has been deeply invol... more

Ranjan Relan

Ranjan Relan is a Founder/CTO of GenAI company - AgentAnalytics.com . He previously worked as AI, Data and Tech Strategy Consultant with more than 16+ years of experience in the field of Analytics which includes working on Machine Learning, Big data and Data ware housing projects. He has helped clients across Hi Tech, Telecom and Pharma domain in developing data strategy, cloud adoption strategy, analytics strategy ,solution architecture.

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Deploying and Managing Microsoft Azure AI Solutions